ε-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
Fuente:
arXiv
Saved in:
| Main Authors: | Kordasiabi, Sheida Rahnamai, Nogare, Damian Dalle, Jug, Florian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
λSplit: Self-Supervised Content-Aware Spectral Unmixing for Fluorescence Microscopy
by: Carrara, Federico, et al.
Published: (2026)
by: Carrara, Federico, et al.
Published: (2026)
SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion
by: Lagos, Juan Pablo, et al.
Published: (2022)
by: Lagos, Juan Pablo, et al.
Published: (2022)
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
by: Zhu, Qinfeng, et al.
Published: (2024)
by: Zhu, Qinfeng, et al.
Published: (2024)
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models
by: Su, Encheng, et al.
Published: (2025)
by: Su, Encheng, et al.
Published: (2025)
SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation
by: Park, Minje, et al.
Published: (2025)
by: Park, Minje, et al.
Published: (2025)
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios
by: Mandalika, Sriram, et al.
Published: (2024)
by: Mandalika, Sriram, et al.
Published: (2024)
Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data
by: Buchholz, Tim-Oliver, et al.
Published: (2018)
by: Buchholz, Tim-Oliver, et al.
Published: (2018)
Learning Semantic Segmentation with Query Points Supervision on Aerial Images
by: Rivier, Santiago, et al.
Published: (2023)
by: Rivier, Santiago, et al.
Published: (2023)
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
by: Chen, Danhui, et al.
Published: (2025)
by: Chen, Danhui, et al.
Published: (2025)
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images
by: Liu, Qingyuan, et al.
Published: (2024)
by: Liu, Qingyuan, et al.
Published: (2024)
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation
by: Tarubinga, Ebenezer, et al.
Published: (2025)
by: Tarubinga, Ebenezer, et al.
Published: (2025)
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis
by: Ye, Hanrong, et al.
Published: (2023)
by: Ye, Hanrong, et al.
Published: (2023)
CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation
by: Tang, Haitong, et al.
Published: (2021)
by: Tang, Haitong, et al.
Published: (2021)
HazeMatching: Dehazing Light Microscopy Images with Guided Conditional Flow Matching
by: Ray, Anirban, et al.
Published: (2025)
by: Ray, Anirban, et al.
Published: (2025)
Subimage Overlap Prediction: Task-Aligned Self-Supervised Pretraining For Semantic Segmentation In Remote Sensing Imagery
by: Sharma, Lakshay, et al.
Published: (2026)
by: Sharma, Lakshay, et al.
Published: (2026)
AutoMiSeg: Automatic Medical Image Segmentation via Test-Time Adaptation of Foundation Models
by: Li, Xingjian, et al.
Published: (2025)
by: Li, Xingjian, et al.
Published: (2025)
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation
by: Fu, Tianhao, et al.
Published: (2026)
by: Fu, Tianhao, et al.
Published: (2026)
Segment Concealed Objects with Incomplete Supervision
by: He, Chunming, et al.
Published: (2025)
by: He, Chunming, et al.
Published: (2025)
Causal Unsupervised Semantic Segmentation
by: Kim, Junho, et al.
Published: (2023)
by: Kim, Junho, et al.
Published: (2023)
Lorentz Framework for Semantic Segmentation
by: Hasan, Zahid, et al.
Published: (2026)
by: Hasan, Zahid, et al.
Published: (2026)
Bright 4B: Scaling Hyperspherical Learning for Segmentation in 3D Brightfield Microscopy
by: Khan, Amil, et al.
Published: (2025)
by: Khan, Amil, et al.
Published: (2025)
Occlusion-Ordered Semantic Instance Segmentation
by: Baselizadeh, Soroosh, et al.
Published: (2025)
by: Baselizadeh, Soroosh, et al.
Published: (2025)
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear Detection
by: Schlager, Elke, et al.
Published: (2023)
by: Schlager, Elke, et al.
Published: (2023)
I-Segmenter: Integer-Only Vision Transformer for Efficient Semantic Segmentation
by: Sassoon, Jordan, et al.
Published: (2025)
by: Sassoon, Jordan, et al.
Published: (2025)
Learning Sparse Visual Representations via Spatial-Semantic Factorization
by: Zhao, Theodore Zhengde, et al.
Published: (2026)
by: Zhao, Theodore Zhengde, et al.
Published: (2026)
Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning
by: Bajaj, Chandrajit, et al.
Published: (2024)
by: Bajaj, Chandrajit, et al.
Published: (2024)
Robust Training with Data Augmentation for Medical Imaging Classification
by: Martínez-Martínez, Josué, et al.
Published: (2025)
by: Martínez-Martínez, Josué, et al.
Published: (2025)
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation
by: Öttl, Mathias, et al.
Published: (2024)
by: Öttl, Mathias, et al.
Published: (2024)
TransForSeg: A Multitask Stereo ViT for Joint Stereo Segmentation and 3D Force Estimation in Catheterization
by: Fekri, Pedram, et al.
Published: (2025)
by: Fekri, Pedram, et al.
Published: (2025)
Collaborating Foundation Models for Domain Generalized Semantic Segmentation
by: Benigmim, Yasser, et al.
Published: (2023)
by: Benigmim, Yasser, et al.
Published: (2023)
The BRAVO Semantic Segmentation Challenge Results in UNCV2024
by: Vu, Tuan-Hung, et al.
Published: (2024)
by: Vu, Tuan-Hung, et al.
Published: (2024)
From Semantic To Instance: A Semi-Self-Supervised Learning Approach
by: Najafian, Keyhan, et al.
Published: (2025)
by: Najafian, Keyhan, et al.
Published: (2025)
FILS: Self-Supervised Video Feature Prediction In Semantic Language Space
by: Ahmadian, Mona, et al.
Published: (2024)
by: Ahmadian, Mona, et al.
Published: (2024)
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy
by: Kazimi, Bashir, et al.
Published: (2024)
by: Kazimi, Bashir, et al.
Published: (2024)
Temporal-consistent CAMs for Weakly Supervised Video Segmentation in Waste Sorting
by: Marelli, Andrea, et al.
Published: (2025)
by: Marelli, Andrea, et al.
Published: (2025)
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound
by: Huang, Yuhao, et al.
Published: (2025)
by: Huang, Yuhao, et al.
Published: (2025)
ResMatching: Noise-Resilient Computational Super-Resolution via Guided Conditional Flow Matching
by: Ray, Anirban, et al.
Published: (2025)
by: Ray, Anirban, et al.
Published: (2025)
SemiOccam: A Robust Semi-Supervised Image Recognition Network Using Sparse Labels
by: Yann, Rui, et al.
Published: (2025)
by: Yann, Rui, et al.
Published: (2025)
Automated Monitoring of Cultural Heritage Artifacts Using Semantic Segmentation
by: Ranieri, Andrea, et al.
Published: (2025)
by: Ranieri, Andrea, et al.
Published: (2025)
A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring
by: Scheinfeld, Adina, et al.
Published: (2026)
by: Scheinfeld, Adina, et al.
Published: (2026)
Similar Items
-
λSplit: Self-Supervised Content-Aware Spectral Unmixing for Fluorescence Microscopy
by: Carrara, Federico, et al.
Published: (2026) -
SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion
by: Lagos, Juan Pablo, et al.
Published: (2022) -
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
by: Zhu, Qinfeng, et al.
Published: (2024) -
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models
by: Su, Encheng, et al.
Published: (2025) -
SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation
by: Park, Minje, et al.
Published: (2025)